Dataset info
| Number of variables | 23 |
|---|---|
| Number of observations | 989 |
| Missing cells | 7 (< 0.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 177.8 KiB |
| Average record size in memory | 184.1 B |
Variables types
| Numeric | 17 |
|---|---|
| Categorical | 0 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 6 |
| Unsupported | 0 |
Warnings
2_point_field_goals_per_game is highly correlated with 2_point_field_goal_attempts_per_game (ρ = 0.9773591089) | Rejected |
3_Points_field_goal_attempts_per_game has 107 (10.8%) zeros | Zeros |
3_Points_field_goal_percentage has 116 (11.7%) zeros | Zeros |
3_Points_field_goals_per_game is highly correlated with 3_Points_field_goal_attempts_per_game (ρ = 0.983976596) | Rejected |
Blocks_per_game has 56 (5.7%) zeros | Zeros |
Field_goals_per_game is highly correlated with Field_goal_attempts_per_game (ρ = 0.9701914587) | Rejected |
Free_throws_per_game is highly correlated with Free_throw_attempts_per_game (ρ = 0.9707784373) | Rejected |
Points_per_game is highly correlated with Field_goals_per_game (ρ = 0.9815257198) | Rejected |
Total_rebounds_per_game is highly correlated with Defensive_rebounds_per_game (ρ = 0.970305613) | Rejected |
2_point_field_goal_attempts_per_game
Numeric
| Distinct count | 170 |
|---|---|
| Unique (%) | 17.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.944388271 |
|---|---|
| Minimum | 0.5 |
| Maximum | 20.1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 4.6 |
| Median | 7.5 |
| Q3 | 11 |
| 95-th percentile | 15.2 |
| Maximum | 20.1 |
| Range | 19.6 |
| Interquartile range | 6.4 |
Descriptive statistics
| Standard deviation | 4.075616413 |
|---|---|
| Coef of variation | 0.5130182808 |
| Kurtosis | -0.602588948 |
| Mean | 7.944388271 |
| MAD | 3.405714426 |
| Skewness | 0.4149763747 |
| Sum | 7857 |
| Variance | 16.61064914 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 5.6 | 15 | 1.5% | |
| 7.7 | 15 | 1.5% | |
| 5.4 | 14 | 1.4% | |
| 2 | 13 | 1.3% | |
| 4.4 | 13 | 1.3% | |
| 6.3 | 12 | 1.2% | |
| 3.7 | 12 | 1.2% | |
| 8.2 | 12 | 1.2% | |
| 6.4 | 11 | 1.1% | |
| 9.3 | 11 | 1.1% | |
| Other values (160) | 861 | 87.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.5 | 1 | 0.1% | |
| 0.9 | 2 | 0.2% | |
| 1 | 3 | 0.3% | |
| 1.1 | 1 | 0.1% | |
| 1.3 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.1 | 1 | 0.1% | |
| 19.2 | 1 | 0.1% | |
| 19.1 | 1 | 0.1% | |
| 18.7 | 1 | 0.1% | |
| 18.6 | 1 | 0.1% |
2_point_field_goal_percentage
Numeric
| Distinct count | 255 |
|---|---|
| Unique (%) | 25.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4999150657 |
|---|---|
| Minimum | 0.283 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.283 |
|---|---|
| 5-th percentile | 0.4124 |
| Q1 | 0.46 |
| Median | 0.494 |
| Q3 | 0.535 |
| 95-th percentile | 0.6096 |
| Maximum | 1 |
| Range | 0.717 |
| Interquartile range | 0.075 |
Descriptive statistics
| Standard deviation | 0.06297403926 |
|---|---|
| Coef of variation | 0.1259694768 |
| Kurtosis | 4.561138027 |
| Mean | 0.4999150657 |
| MAD | 0.04710897936 |
| Skewness | 0.8280191934 |
| Sum | 494.416 |
| Variance | 0.003965729621 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.464 | 13 | 1.3% | |
| 0.494 | 12 | 1.2% | |
| 0.449 | 12 | 1.2% | |
| 0.514 | 12 | 1.2% | |
| 0.482 | 12 | 1.2% | |
| 0.492 | 12 | 1.2% | |
| 0.481 | 11 | 1.1% | |
| 0.491 | 11 | 1.1% | |
| 0.473 | 10 | 1.0% | |
| 0.477 | 10 | 1.0% | |
| Other values (245) | 874 | 88.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.283 | 1 | 0.1% | |
| 0.286 | 1 | 0.1% | |
| 0.307 | 1 | 0.1% | |
| 0.32 | 1 | 0.1% | |
| 0.333 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 0.732 | 1 | 0.1% | |
| 0.722 | 1 | 0.1% | |
| 0.717 | 1 | 0.1% | |
| 0.713 | 1 | 0.1% |
2_point_field_goals_per_game
Highly correlated
This variable is highly correlated with 2_point_field_goal_attempts_per_game and should be ignored for analysis
| Correlation | 0.9773591089 |
|---|
3_Points_field_goal_attempts_per_game
Numeric
| Distinct count | 94 |
|---|---|
| Unique (%) | 9.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.049646107 |
|---|---|
| Minimum | 0 |
| Maximum | 13.2 |
| Zeros (%) | 10.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 4.5 |
| 95-th percentile | 7.1 |
| Maximum | 13.2 |
| Range | 13.2 |
| Interquartile range | 3.5 |
Descriptive statistics
| Standard deviation | 2.323679455 |
|---|---|
| Coef of variation | 0.7619505259 |
| Kurtosis | 0.311955141 |
| Mean | 3.049646107 |
| MAD | 1.882554203 |
| Skewness | 0.6087676972 |
| Sum | 3016.1 |
| Variance | 5.399486211 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0 | 107 | 10.8% | |
| 0.1 | 46 | 4.7% | |
| 3.5 | 26 | 2.6% | |
| 2.3 | 24 | 2.4% | |
| 3.4 | 24 | 2.4% | |
| 2.1 | 21 | 2.1% | |
| 3.7 | 21 | 2.1% | |
| 3.6 | 20 | 2.0% | |
| 0.2 | 20 | 2.0% | |
| 4 | 20 | 2.0% | |
| Other values (84) | 660 | 66.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 107 | 10.8% | |
| 0.1 | 46 | 4.7% | |
| 0.2 | 20 | 2.0% | |
| 0.3 | 10 | 1.0% | |
| 0.4 | 10 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.2 | 1 | 0.1% | |
| 12.4 | 1 | 0.1% | |
| 11.7 | 1 | 0.1% | |
| 11.2 | 1 | 0.1% | |
| 10.2 | 1 | 0.1% |
3_Points_field_goal_percentage
Numeric
| Distinct count | 238 |
|---|---|
| Unique (%) | 24.1% |
| Missing (%) | 0.3% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.306673428 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 11.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.28225 |
| Median | 0.347 |
| Q3 | 0.381 |
| 95-th percentile | 0.43575 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.09875 |
Descriptive statistics
| Standard deviation | 0.1383773508 |
|---|---|
| Coef of variation | 0.4512205433 |
| Kurtosis | 2.936756816 |
| Mean | 0.306673428 |
| MAD | 0.09773363396 |
| Skewness | -0.6309905973 |
| Sum | 302.38 |
| Variance | 0.01914829121 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0 | 116 | 11.7% | |
| 0.333 | 20 | 2.0% | |
| 0.371 | 14 | 1.4% | |
| 0.367 | 14 | 1.4% | |
| 0.375 | 12 | 1.2% | |
| 0.359 | 12 | 1.2% | |
| 0.25 | 11 | 1.1% | |
| 0.351 | 11 | 1.1% | |
| 0.348 | 10 | 1.0% | |
| 0.361 | 10 | 1.0% | |
| Other values (227) | 756 | 76.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 116 | 11.7% | |
| 0.043 | 1 | 0.1% | |
| 0.071 | 3 | 0.3% | |
| 0.083 | 2 | 0.2% | |
| 0.096 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 4 | 0.4% | |
| 0.75 | 1 | 0.1% | |
| 0.667 | 2 | 0.2% | |
| 0.6 | 1 | 0.1% | |
| 0.536 | 1 | 0.1% |
3_Points_field_goals_per_game
Highly correlated
This variable is highly correlated with 3_Points_field_goal_attempts_per_game and should be ignored for analysis
| Correlation | 0.983976596 |
|---|
Assists_per_game
Numeric
| Distinct count | 102 |
|---|---|
| Unique (%) | 10.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.235692619 |
|---|---|
| Minimum | 0 |
| Maximum | 11.7 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.3 |
| Median | 2.5 |
| Q3 | 4.7 |
| 95-th percentile | 8 |
| Maximum | 11.7 |
| Range | 11.7 |
| Interquartile range | 3.4 |
Descriptive statistics
| Standard deviation | 2.434708133 |
|---|---|
| Coef of variation | 0.7524534683 |
| Kurtosis | 0.6174043466 |
| Mean | 3.235692619 |
| MAD | 1.969336923 |
| Skewness | 1.077861922 |
| Sum | 3200.1 |
| Variance | 5.927803695 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 1.2 | 36 | 3.6% | |
| 1.5 | 33 | 3.3% | |
| 1.1 | 32 | 3.2% | |
| 0.9 | 28 | 2.8% | |
| 1.4 | 27 | 2.7% | |
| 2 | 25 | 2.5% | |
| 1.7 | 25 | 2.5% | |
| 0.7 | 25 | 2.5% | |
| 1.6 | 23 | 2.3% | |
| 1 | 22 | 2.2% | |
| Other values (92) | 713 | 72.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.2% | |
| 0.1 | 3 | 0.3% | |
| 0.2 | 6 | 0.6% | |
| 0.3 | 14 | 1.4% | |
| 0.4 | 13 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.7 | 2 | 0.2% | |
| 11.6 | 1 | 0.1% | |
| 11.2 | 2 | 0.2% | |
| 11.1 | 1 | 0.1% | |
| 11 | 1 | 0.1% |
Blocks_per_game
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 3.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5748230536 |
|---|---|
| Minimum | 0 |
| Maximum | 3.7 |
| Zeros (%) | 5.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.4 |
| Q3 | 0.8 |
| 95-th percentile | 1.7 |
| Maximum | 3.7 |
| Range | 3.7 |
| Interquartile range | 0.6 |
Descriptive statistics
| Standard deviation | 0.536712038 |
|---|---|
| Coef of variation | 0.9336995701 |
| Kurtosis | 4.080005349 |
| Mean | 0.5748230536 |
| MAD | 0.3912804244 |
| Skewness | 1.850441007 |
| Sum | 568.5 |
| Variance | 0.2880598118 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.2 | 132 | 13.3% | |
| 0.4 | 128 | 12.9% | |
| 0.3 | 127 | 12.8% | |
| 0.1 | 101 | 10.2% | |
| 0.5 | 88 | 8.9% | |
| 0.6 | 64 | 6.5% | |
| 0 | 56 | 5.7% | |
| 0.7 | 45 | 4.6% | |
| 0.8 | 43 | 4.3% | |
| 0.9 | 33 | 3.3% | |
| Other values (22) | 172 | 17.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 56 | 5.7% | |
| 0.1 | 101 | 10.2% | |
| 0.2 | 132 | 13.3% | |
| 0.3 | 127 | 12.8% | |
| 0.4 | 128 | 12.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.7 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 2.9 | 2 | 0.2% | |
| 2.8 | 2 | 0.2% | |
| 2.7 | 1 | 0.1% |
Defensive_rebounds_per_game
Numeric
| Distinct count | 102 |
|---|---|
| Unique (%) | 10.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.933569262 |
|---|---|
| Minimum | 0.1 |
| Maximum | 11.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 2.5 |
| Median | 3.6 |
| Q3 | 4.9 |
| 95-th percentile | 8 |
| Maximum | 11.4 |
| Range | 11.3 |
| Interquartile range | 2.4 |
Descriptive statistics
| Standard deviation | 2.011607385 |
|---|---|
| Coef of variation | 0.511394932 |
| Kurtosis | 1.108079716 |
| Mean | 3.933569262 |
| MAD | 1.545743523 |
| Skewness | 1.046769183 |
| Sum | 3890.3 |
| Variance | 4.046564272 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 3.8 | 31 | 3.1% | |
| 3 | 28 | 2.8% | |
| 3.1 | 27 | 2.7% | |
| 3.2 | 27 | 2.7% | |
| 2.6 | 26 | 2.6% | |
| 4 | 25 | 2.5% | |
| 2.8 | 24 | 2.4% | |
| 3.7 | 23 | 2.3% | |
| 2.1 | 23 | 2.3% | |
| 3.4 | 23 | 2.3% | |
| Other values (92) | 732 | 74.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1 | 1 | 0.1% | |
| 0.3 | 2 | 0.2% | |
| 0.5 | 5 | 0.5% | |
| 0.6 | 2 | 0.2% | |
| 0.7 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.4 | 1 | 0.1% | |
| 10.9 | 2 | 0.2% | |
| 10.8 | 2 | 0.2% | |
| 10.7 | 1 | 0.1% | |
| 10.4 | 1 | 0.1% |
effective_field_goal_percentage
Numeric
| Distinct count | 244 |
|---|---|
| Unique (%) | 24.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5141263903 |
|---|---|
| Minimum | 0.233 |
| Maximum | 0.735 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.233 |
|---|---|
| 5-th percentile | 0.429 |
| Q1 | 0.481 |
| Median | 0.511 |
| Q3 | 0.545 |
| 95-th percentile | 0.605 |
| Maximum | 0.735 |
| Range | 0.502 |
| Interquartile range | 0.064 |
Descriptive statistics
| Standard deviation | 0.05451940561 |
|---|---|
| Coef of variation | 0.1060428071 |
| Kurtosis | 1.766109908 |
| Mean | 0.5141263903 |
| MAD | 0.04071987004 |
| Skewness | 0.1091309087 |
| Sum | 508.471 |
| Variance | 0.002972365588 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.518 | 16 | 1.6% | |
| 0.529 | 16 | 1.6% | |
| 0.502 | 15 | 1.5% | |
| 0.494 | 14 | 1.4% | |
| 0.52 | 14 | 1.4% | |
| 0.503 | 14 | 1.4% | |
| 0.511 | 13 | 1.3% | |
| 0.508 | 13 | 1.3% | |
| 0.5 | 11 | 1.1% | |
| 0.506 | 11 | 1.1% | |
| Other values (234) | 852 | 86.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.233 | 1 | 0.1% | |
| 0.322 | 1 | 0.1% | |
| 0.333 | 1 | 0.1% | |
| 0.343 | 1 | 0.1% | |
| 0.344 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.735 | 1 | 0.1% | |
| 0.714 | 1 | 0.1% | |
| 0.711 | 1 | 0.1% | |
| 0.703 | 1 | 0.1% | |
| 0.693 | 1 | 0.1% |
Field_goal_attempts_per_game
Numeric
| Distinct count | 208 |
|---|---|
| Unique (%) | 21.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.99595551 |
|---|---|
| Minimum | 1.1 |
| Maximum | 24.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 3.64 |
| Q1 | 7.2 |
| Median | 10.5 |
| Q3 | 14.8 |
| 95-th percentile | 19.5 |
| Maximum | 24.5 |
| Range | 23.4 |
| Interquartile range | 7.6 |
Descriptive statistics
| Standard deviation | 4.922945103 |
|---|---|
| Coef of variation | 0.4477050765 |
| Kurtosis | -0.7462200073 |
| Mean | 10.99595551 |
| MAD | 4.117581976 |
| Skewness | 0.2697795796 |
| Sum | 10875 |
| Variance | 24.23538848 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 8.2 | 15 | 1.5% | |
| 11.4 | 13 | 1.3% | |
| 10.6 | 12 | 1.2% | |
| 8.1 | 11 | 1.1% | |
| 6.6 | 11 | 1.1% | |
| 8.3 | 11 | 1.1% | |
| 13.5 | 10 | 1.0% | |
| 10 | 10 | 1.0% | |
| 7.7 | 10 | 1.0% | |
| 6 | 10 | 1.0% | |
| Other values (198) | 876 | 88.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.1 | 1 | 0.1% | |
| 1.4 | 2 | 0.2% | |
| 1.6 | 2 | 0.2% | |
| 1.7 | 1 | 0.1% | |
| 1.9 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.5 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| 23.1 | 1 | 0.1% | |
| 22.9 | 1 | 0.1% | |
| 22.5 | 1 | 0.1% |
Field_goals_per_game
Highly correlated
This variable is highly correlated with Field_goal_attempts_per_game and should be ignored for analysis
| Correlation | 0.9701914587 |
|---|
Field_goals_percentage
Numeric
| Distinct count | 262 |
|---|---|
| Unique (%) | 26.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4643902932 |
|---|---|
| Minimum | 0.2 |
| Maximum | 0.729 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.381 |
| Q1 | 0.425 |
| Median | 0.454 |
| Q3 | 0.494 |
| 95-th percentile | 0.5806 |
| Maximum | 0.729 |
| Range | 0.529 |
| Interquartile range | 0.069 |
Descriptive statistics
| Standard deviation | 0.06216382746 |
|---|---|
| Coef of variation | 0.1338611689 |
| Kurtosis | 1.752775798 |
| Mean | 0.4643902932 |
| MAD | 0.04669561128 |
| Skewness | 0.8176342896 |
| Sum | 459.282 |
| Variance | 0.003864341444 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.439 | 15 | 1.5% | |
| 0.445 | 14 | 1.4% | |
| 0.455 | 12 | 1.2% | |
| 0.418 | 12 | 1.2% | |
| 0.442 | 12 | 1.2% | |
| 0.45 | 12 | 1.2% | |
| 0.451 | 12 | 1.2% | |
| 0.423 | 11 | 1.1% | |
| 0.448 | 11 | 1.1% | |
| 0.462 | 11 | 1.1% | |
| Other values (252) | 867 | 87.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.2 | 1 | 0.1% | |
| 0.288 | 1 | 0.1% | |
| 0.291 | 1 | 0.1% | |
| 0.327 | 1 | 0.1% | |
| 0.332 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.729 | 1 | 0.1% | |
| 0.714 | 1 | 0.1% | |
| 0.71 | 1 | 0.1% | |
| 0.703 | 1 | 0.1% | |
| 0.693 | 1 | 0.1% |
Free_throw_attempts_per_game
Numeric
| Distinct count | 105 |
|---|---|
| Unique (%) | 10.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.424368049 |
|---|---|
| Minimum | 0 |
| Maximum | 11.8 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1.6 |
| Median | 2.8 |
| Q3 | 4.8 |
| 95-th percentile | 7.96 |
| Maximum | 11.8 |
| Range | 11.8 |
| Interquartile range | 3.2 |
Descriptive statistics
| Standard deviation | 2.303760069 |
|---|---|
| Coef of variation | 0.672754808 |
| Kurtosis | 0.6324330334 |
| Mean | 3.424368049 |
| MAD | 1.844181446 |
| Skewness | 1.013672817 |
| Sum | 3386.7 |
| Variance | 5.307310455 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 2.5 | 32 | 3.2% | |
| 2.6 | 27 | 2.7% | |
| 1.3 | 26 | 2.6% | |
| 1.5 | 26 | 2.6% | |
| 2.8 | 26 | 2.6% | |
| 1.7 | 25 | 2.5% | |
| 3 | 23 | 2.3% | |
| 1.4 | 23 | 2.3% | |
| 1.2 | 22 | 2.2% | |
| 1.6 | 22 | 2.2% | |
| Other values (95) | 737 | 74.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4 | 0.4% | |
| 0.1 | 1 | 0.1% | |
| 0.2 | 1 | 0.1% | |
| 0.3 | 7 | 0.7% | |
| 0.4 | 10 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.8 | 1 | 0.1% | |
| 11.7 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 10.9 | 2 | 0.2% | |
| 10.7 | 1 | 0.1% |
Free_throws_per_game
Highly correlated
This variable is highly correlated with Free_throw_attempts_per_game and should be ignored for analysis
| Correlation | 0.9707784373 |
|---|
Free_throws_percentage
Numeric
| Distinct count | 346 |
|---|---|
| Unique (%) | 35.0% |
| Missing (%) | 0.4% |
| Missing (n) | 4 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7694994924 |
|---|---|
| Minimum | 0.355 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.355 |
|---|---|
| 5-th percentile | 0.5614 |
| Q1 | 0.72 |
| Median | 0.794 |
| Q3 | 0.844 |
| 95-th percentile | 0.898 |
| Maximum | 1 |
| Range | 0.645 |
| Interquartile range | 0.124 |
Descriptive statistics
| Standard deviation | 0.1058841993 |
|---|---|
| Coef of variation | 0.1376013894 |
| Kurtosis | 1.421290756 |
| Mean | 0.7694994924 |
| MAD | 0.08116202943 |
| Skewness | -1.15817965 |
| Sum | 757.957 |
| Variance | 0.01121146367 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.854 | 11 | 1.1% | |
| 0.75 | 10 | 1.0% | |
| 0.861 | 9 | 0.9% | |
| 0.832 | 8 | 0.8% | |
| 0.836 | 8 | 0.8% | |
| 0.789 | 8 | 0.8% | |
| 0.825 | 8 | 0.8% | |
| 0.855 | 8 | 0.8% | |
| 0.83 | 8 | 0.8% | |
| 0.808 | 8 | 0.8% | |
| Other values (335) | 899 | 90.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.355 | 1 | 0.1% | |
| 0.371 | 1 | 0.1% | |
| 0.375 | 1 | 0.1% | |
| 0.385 | 1 | 0.1% | |
| 0.386 | 2 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 4 | 0.4% | |
| 0.938 | 1 | 0.1% | |
| 0.934 | 2 | 0.2% | |
| 0.933 | 1 | 0.1% | |
| 0.926 | 2 | 0.2% |
Minutes_played_per_game
Numeric
| Distinct count | 282 |
|---|---|
| Unique (%) | 28.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28.38119312 |
|---|---|
| Minimum | 3.8 |
| Maximum | 42.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3.8 |
|---|---|
| 5-th percentile | 13.8 |
| Q1 | 23.8 |
| Median | 30.5 |
| Q3 | 34.4 |
| 95-th percentile | 37.66 |
| Maximum | 42.5 |
| Range | 38.7 |
| Interquartile range | 10.6 |
Descriptive statistics
| Standard deviation | 7.61137747 |
|---|---|
| Coef of variation | 0.268183844 |
| Kurtosis | 0.1366937242 |
| Mean | 28.38119312 |
| MAD | 6.221602235 |
| Skewness | -0.8508128203 |
| Sum | 28069 |
| Variance | 57.933067 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 34.4 | 11 | 1.1% | |
| 34.7 | 11 | 1.1% | |
| 33.4 | 11 | 1.1% | |
| 36.2 | 10 | 1.0% | |
| 35 | 10 | 1.0% | |
| 27.2 | 10 | 1.0% | |
| 33 | 9 | 0.9% | |
| 30.5 | 9 | 0.9% | |
| 34.5 | 9 | 0.9% | |
| 36.8 | 9 | 0.9% | |
| Other values (272) | 890 | 90.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.8 | 1 | 0.1% | |
| 4.2 | 1 | 0.1% | |
| 4.8 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 5.1 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42.5 | 1 | 0.1% | |
| 42.4 | 1 | 0.1% | |
| 40.9 | 1 | 0.1% | |
| 40.4 | 1 | 0.1% | |
| 40.3 | 1 | 0.1% |
Offensive_rebounds_per_game
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | 5.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.212537917 |
|---|---|
| Minimum | 0 |
| Maximum | 5.4 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.5 |
| Median | 0.9 |
| Q3 | 1.6 |
| 95-th percentile | 3.3 |
| Maximum | 5.4 |
| Range | 5.4 |
| Interquartile range | 1.1 |
Descriptive statistics
| Standard deviation | 0.9672912478 |
|---|---|
| Coef of variation | 0.7977410308 |
| Kurtosis | 2.227349681 |
| Mean | 1.212537917 |
| MAD | 0.7439815728 |
| Skewness | 1.4885046 |
| Sum | 1199.2 |
| Variance | 0.9356523581 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.5 | 79 | 8.0% | |
| 0.4 | 75 | 7.6% | |
| 0.8 | 73 | 7.4% | |
| 0.7 | 66 | 6.7% | |
| 0.3 | 65 | 6.6% | |
| 0.6 | 64 | 6.5% | |
| 0.9 | 52 | 5.3% | |
| 1.4 | 37 | 3.7% | |
| 0.2 | 36 | 3.6% | |
| 1.3 | 36 | 3.6% | |
| Other values (40) | 406 | 41.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.3% | |
| 0.1 | 18 | 1.8% | |
| 0.2 | 36 | 3.6% | |
| 0.3 | 65 | 6.6% | |
| 0.4 | 75 | 7.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.4 | 2 | 0.2% | |
| 5.3 | 1 | 0.1% | |
| 5.1 | 2 | 0.2% | |
| 5 | 1 | 0.1% | |
| 4.9 | 2 | 0.2% |
Personal_fouls_per_game
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.148736097 |
|---|---|
| Minimum | 0.2 |
| Maximum | 4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.1 |
| Q1 | 1.7 |
| Median | 2.1 |
| Q3 | 2.6 |
| 95-th percentile | 3.2 |
| Maximum | 4 |
| Range | 3.8 |
| Interquartile range | 0.9 |
Descriptive statistics
| Standard deviation | 0.6410161784 |
|---|---|
| Coef of variation | 0.2983224321 |
| Kurtosis | -0.2704351605 |
| Mean | 2.148736097 |
| MAD | 0.5188433742 |
| Skewness | -0.06959671009 |
| Sum | 2125.1 |
| Variance | 0.410901741 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 2 | 65 | 6.6% | |
| 2.5 | 59 | 6.0% | |
| 2.3 | 59 | 6.0% | |
| 2.2 | 58 | 5.9% | |
| 1.9 | 57 | 5.8% | |
| 2.1 | 55 | 5.6% | |
| 1.6 | 52 | 5.3% | |
| 1.8 | 52 | 5.3% | |
| 1.7 | 48 | 4.9% | |
| 2.4 | 47 | 4.8% | |
| Other values (26) | 437 | 44.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.2 | 2 | 0.2% | |
| 0.4 | 2 | 0.2% | |
| 0.5 | 2 | 0.2% | |
| 0.6 | 4 | 0.4% | |
| 0.7 | 9 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 3.8 | 3 | 0.3% | |
| 3.7 | 1 | 0.1% | |
| 3.5 | 4 | 0.4% | |
| 3.4 | 11 | 1.1% |
Points_per_game
Highly correlated
This variable is highly correlated with Field_goals_per_game and should be ignored for analysis
| Correlation | 0.9815257198 |
|---|
Steals_per_game
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 2.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9739130435 |
|---|---|
| Minimum | 0 |
| Maximum | 2.8 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.6 |
| Median | 0.9 |
| Q3 | 1.3 |
| 95-th percentile | 1.9 |
| Maximum | 2.8 |
| Range | 2.8 |
| Interquartile range | 0.7 |
Descriptive statistics
| Standard deviation | 0.4996020243 |
|---|---|
| Coef of variation | 0.5129842214 |
| Kurtosis | -0.005011794839 |
| Mean | 0.9739130435 |
| MAD | 0.4023475623 |
| Skewness | 0.6015088505 |
| Sum | 963.2 |
| Variance | 0.2496021827 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.8 | 101 | 10.2% | |
| 0.9 | 83 | 8.4% | |
| 0.7 | 78 | 7.9% | |
| 0.6 | 75 | 7.6% | |
| 0.4 | 68 | 6.9% | |
| 1 | 68 | 6.9% | |
| 1.1 | 63 | 6.4% | |
| 0.5 | 58 | 5.9% | |
| 1.2 | 57 | 5.8% | |
| 1.5 | 45 | 4.6% | |
| Other values (18) | 293 | 29.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.8% | |
| 0.1 | 7 | 0.7% | |
| 0.2 | 23 | 2.3% | |
| 0.3 | 41 | 4.1% | |
| 0.4 | 68 | 6.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.8 | 1 | 0.1% | |
| 2.7 | 1 | 0.1% | |
| 2.5 | 2 | 0.2% | |
| 2.4 | 4 | 0.4% | |
| 2.3 | 4 | 0.4% |
Total_rebounds_per_game
Highly correlated
This variable is highly correlated with Defensive_rebounds_per_game and should be ignored for analysis
| Correlation | 0.970305613 |
|---|
Turnovers_per_game
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 5.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.819211325 |
|---|---|
| Minimum | 0 |
| Maximum | 5.7 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 1.1 |
| Median | 1.7 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 5.7 |
| Range | 5.7 |
| Interquartile range | 1.4 |
Descriptive statistics
| Standard deviation | 0.9264746342 |
|---|---|
| Coef of variation | 0.5092726841 |
| Kurtosis | 0.1621891646 |
| Mean | 1.819211325 |
| MAD | 0.7590664141 |
| Skewness | 0.6684706271 |
| Sum | 1799.2 |
| Variance | 0.8583552478 |
| Memory size | 7.8 KiB |
| Value | Count | Frequency (%) | |
| 0.8 | 50 | 5.1% | |
| 1.3 | 49 | 5.0% | |
| 1.5 | 48 | 4.9% | |
| 0.9 | 46 | 4.7% | |
| 1.1 | 44 | 4.4% | |
| 1.4 | 41 | 4.1% | |
| 1 | 40 | 4.0% | |
| 1.2 | 38 | 3.8% | |
| 1.6 | 37 | 3.7% | |
| 2.6 | 37 | 3.7% | |
| Other values (41) | 559 | 56.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 0.1 | 2 | 0.2% | |
| 0.2 | 2 | 0.2% | |
| 0.3 | 11 | 1.1% | |
| 0.4 | 9 | 0.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.7 | 1 | 0.1% | |
| 5.4 | 1 | 0.1% | |
| 5 | 1 | 0.1% | |
| 4.8 | 1 | 0.1% | |
| 4.6 | 1 | 0.1% |
First rows
| 2_point_field_goal_attempts_per_game | 2_point_field_goal_percentage | 2_point_field_goals_per_game | 3_Points_field_goal_attempts_per_game | 3_Points_field_goal_percentage | 3_Points_field_goals_per_game | Assists_per_game | Blocks_per_game | Defensive_rebounds_per_game | effective_field_goal_percentage | Field_goal_attempts_per_game | Field_goals_per_game | Field_goals_percentage | Free_throw_attempts_per_game | Free_throws_per_game | Free_throws_percentage | Minutes_played_per_game | Offensive_rebounds_per_game | Personal_fouls_per_game | Points_per_game | Steals_per_game | Total_rebounds_per_game | Turnovers_per_game | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3.0 | 0.367 | 1.1 | 0.8 | 0.375 | 0.3 | 3.2 | 0.1 | 1.9 | 0.408 | 3.8 | 1.4 | 0.368 | 2.8 | 2.5 | 0.893 | 17.5 | 1.2 | 2.0 | 5.6 | 1.4 | 3.1 | 1.2 |
| 1 | 5.5 | 0.487 | 2.7 | 1.7 | 0.257 | 0.4 | 3.6 | 0.3 | 2.5 | 0.463 | 7.2 | 3.1 | 0.432 | 4.2 | 3.0 | 0.698 | 25.5 | 0.5 | 2.3 | 9.6 | 1.1 | 3.0 | 1.5 |
| 2 | 4.8 | 0.519 | 2.5 | 1.0 | 0.276 | 0.3 | 3.5 | 0.3 | 2.3 | 0.500 | 5.8 | 2.8 | 0.475 | 2.3 | 1.9 | 0.800 | 21.7 | 0.5 | 2.0 | 7.6 | 0.8 | 2.8 | 1.4 |
| 3 | 4.8 | 0.448 | 2.2 | 2.0 | 0.272 | 0.5 | 4.5 | 0.1 | 2.3 | 0.436 | 6.8 | 2.7 | 0.397 | 3.8 | 3.2 | 0.827 | 24.3 | 1.3 | 2.5 | 9.1 | 0.9 | 3.6 | 1.7 |
| 4 | 6.2 | 0.464 | 2.9 | 4.6 | 0.376 | 1.7 | 6.7 | 0.3 | 2.9 | 0.506 | 10.8 | 4.6 | 0.426 | 3.3 | 2.6 | 0.765 | 34.2 | 1.2 | 2.8 | 13.5 | 1.4 | 4.1 | 2.1 |
| 5 | 6.4 | 0.434 | 2.8 | 4.5 | 0.374 | 1.7 | 6.6 | 0.3 | 3.7 | 0.486 | 10.9 | 4.5 | 0.409 | 4.2 | 3.6 | 0.864 | 32.1 | 0.8 | 2.8 | 14.3 | 1.6 | 4.5 | 2.8 |
| 6 | 5.1 | 0.433 | 2.2 | 4.1 | 0.362 | 1.5 | 6.4 | 0.4 | 3.9 | 0.482 | 9.2 | 3.7 | 0.401 | 3.5 | 2.8 | 0.795 | 29.7 | 0.8 | 3.2 | 11.6 | 1.4 | 4.7 | 2.3 |
| 7 | 7.3 | 0.460 | 3.4 | 6.3 | 0.380 | 2.4 | 7.4 | 0.2 | 3.6 | 0.511 | 13.7 | 5.8 | 0.423 | 4.9 | 4.0 | 0.813 | 36.2 | 1.1 | 3.4 | 17.9 | 1.5 | 4.7 | 2.5 |
| 8 | 9.3 | 0.457 | 4.3 | 5.6 | 0.338 | 1.9 | 6.8 | 0.2 | 3.9 | 0.476 | 14.9 | 6.1 | 0.412 | 4.5 | 3.6 | 0.808 | 34.5 | 0.8 | 3.0 | 17.8 | 1.6 | 4.7 | 2.5 |
| 9 | 8.5 | 0.461 | 3.9 | 7.1 | 0.388 | 2.8 | 6.4 | 0.4 | 4.0 | 0.516 | 15.6 | 6.6 | 0.427 | 6.4 | 5.2 | 0.811 | 37.0 | 0.7 | 2.7 | 21.2 | 2.1 | 4.7 | 2.9 |
Last rows
| 2_point_field_goal_attempts_per_game | 2_point_field_goal_percentage | 2_point_field_goals_per_game | 3_Points_field_goal_attempts_per_game | 3_Points_field_goal_percentage | 3_Points_field_goals_per_game | Assists_per_game | Blocks_per_game | Defensive_rebounds_per_game | effective_field_goal_percentage | Field_goal_attempts_per_game | Field_goals_per_game | Field_goals_percentage | Free_throw_attempts_per_game | Free_throws_per_game | Free_throws_percentage | Minutes_played_per_game | Offensive_rebounds_per_game | Personal_fouls_per_game | Points_per_game | Steals_per_game | Total_rebounds_per_game | Turnovers_per_game | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 979 | 5.0 | 0.453 | 2.2 | 2.1 | 0.408 | 0.9 | 1.2 | 0.2 | 2.0 | 0.501 | 7.1 | 3.1 | 0.439 | 1.5 | 1.2 | 0.792 | 21.3 | 0.6 | 1.3 | 8.3 | 0.7 | 2.6 | 0.8 |
| 980 | 6.3 | 0.452 | 2.8 | 3.7 | 0.401 | 1.5 | 1.5 | 0.4 | 2.3 | 0.508 | 10.0 | 4.3 | 0.433 | 1.5 | 1.2 | 0.826 | 30.3 | 0.4 | 1.8 | 11.4 | 1.2 | 2.7 | 1.1 |
| 981 | 4.8 | 0.503 | 2.4 | 2.0 | 0.372 | 0.7 | 1.8 | 0.3 | 2.0 | 0.519 | 6.8 | 3.2 | 0.464 | 0.9 | 0.8 | 0.861 | 24.9 | 0.4 | 1.8 | 7.8 | 1.1 | 2.4 | 1.1 |
| 982 | 5.9 | 0.540 | 3.2 | 2.9 | 0.345 | 1.0 | 1.7 | 0.4 | 2.4 | 0.532 | 8.8 | 4.2 | 0.476 | 1.8 | 1.7 | 0.900 | 30.0 | 0.4 | 1.8 | 11.0 | 0.9 | 2.8 | 1.0 |
| 983 | 5.4 | 0.473 | 2.6 | 2.9 | 0.402 | 1.2 | 2.0 | 0.2 | 2.0 | 0.518 | 8.4 | 3.7 | 0.448 | 1.7 | 1.4 | 0.860 | 30.6 | 0.3 | 1.7 | 10.1 | 1.0 | 2.3 | 1.0 |
| 984 | 5.0 | 0.475 | 2.4 | 2.8 | 0.392 | 1.1 | 2.1 | 0.4 | 2.8 | 0.516 | 7.9 | 3.5 | 0.445 | 0.9 | 0.8 | 0.885 | 30.2 | 0.4 | 2.0 | 8.9 | 1.2 | 3.1 | 0.8 |
| 985 | 5.6 | 0.490 | 2.8 | 3.5 | 0.401 | 1.4 | 2.3 | 0.3 | 2.7 | 0.533 | 9.1 | 4.2 | 0.456 | 1.3 | 1.1 | 0.867 | 31.9 | 0.7 | 1.8 | 10.8 | 1.1 | 3.4 | 0.9 |
| 986 | 6.3 | 0.482 | 3.0 | 3.7 | 0.406 | 1.5 | 2.4 | 0.2 | 2.6 | 0.529 | 9.9 | 4.5 | 0.454 | 1.6 | 1.5 | 0.919 | 30.4 | 0.4 | 1.4 | 12.0 | 1.1 | 2.9 | 1.1 |
| 987 | 2.0 | 0.488 | 1.0 | 1.8 | 0.282 | 0.5 | 1.0 | 0.0 | 1.1 | 0.457 | 3.7 | 1.5 | 0.390 | 0.3 | 0.2 | 0.714 | 12.2 | 0.1 | 0.9 | 3.6 | 0.6 | 1.2 | 0.4 |
| 988 | 1.5 | 0.543 | 0.8 | 2.0 | 0.447 | 0.9 | 0.5 | 0.3 | 1.0 | 0.616 | 3.4 | 1.7 | 0.488 | 0.3 | 0.3 | 0.857 | 14.4 | 0.3 | 1.4 | 4.5 | 0.8 | 1.3 | 0.5 |